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AO ENE FEB MAR
1980 0.432 0.517 0.8471981 0.916 7.622 5.9881982 0.841 0.811 0.8231983 1.941 5.131 2.6841984 0.909 2.003 1.3811985 1.285 1.569 1.9321986 2.181 12.227 6.5781987 4.474 8.873 3.8681988 0.548 0.595 1.085
1989 1.115 0.945 1.5571990 0.491 0.465 0.6511991 1.503 1.641 1.0691992 0.312 0.306 0.5781993 5.586 10.473 8.9371994 8.144 14.958 8.741995 5.993 3.675 4.6641996 6.769 9.888 7.3251997 5.042 10.716 4.4881998 9.115 6.778 4.2921999 3.759 12.016 8.0522000 9.033 15.068 13.5552001 8.808 8.352 13.3182002 3.682 5.95 11.2072003 5.993 8.218 9.0632004 2.979 10.524 5.3742005 4.553 4.513 7.409
Se desea probar si as !edias de os "a#daes de "ada
AO ENE FEB MAR1980 0.432 0.517 0.8471988 0.548 0.595 1.0851991 1.503 1.641 1.0691994 8.144 14.958 8.741997 5.042 10.716 4.4882001 8.808 8.352 13.3182003 8.218 9.063
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- 4.0795 6.42814286 5.5157142857
1+/ipo%esis $#a a%er$a%ia a $ie de si($i"a$"ia de 5.
/o, 12345678
/a, No %odas as !edias so$ i(#aes.
2+a"#a!os a s#!a de "#adrados,
a+ i,,
)-i1- +:2 )-i2- +:2 )-i3- +:22.779290701 2.5031052 1.5678057012.405974749 2.2623784 1.0284403520.355359629 0.2098744 1.06114820736.54056839 165.35078 44.101280778.660539858 74.250613 5.70674535245.00906439 39.098502 125.8632576
37.440687 48.49561794; 95.75079771 321.11594 227.824296
866.4223348
b+r,
23.531418214 131.183043 81.711792541
364.21851301
"+
13.30425625 34.9416099 21.79689308212.47149225 34.0255556 19.631229082
)-i1-1+:2 )-i2-2+:2 )-i3-3+:2
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6.63835225 22.9167367 19.77326793916.52016025 72.7584629 10.3960183670.92640625 18.3857189 1.0561966531
22.35871225 3.70122631 60.8756623673.20358859 12.583235939
; 72.2193795 189.932899 146.11250343
502.20382179
o!proba!os,
866.4223347952 364.218513 R S>RG"1SE $" ME SEG$"S> $1 M> S>G$1
de "#adrados Prados de iber%ad #adrado !edio185130095 11 33.11077391038217857 71 7.0732932646223347952 82 10.5661260341
>R ME "#os (rados de iber%ad so$ 11 71 respe"%ia!e$%e.
a"#a!os por i$%erpoa"io$,
T )7160+
por o "#a %a!bie$ %e$e!os D#e "a"#aro por i$%erpoa"io$.
T )10060+
)1.8691.95+G)12060+ T 40
0.0553
)F)0.9511100+ F)0.951160++G)10060+
)F)0.9511120+ F)0.951160++G)12060+
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T )7160+
)1.8961.95+G)10060+ T 11
0.0152166667
$ so%are Mi$i%ab.
No%a, Se p#ede obse%ie$e #$ aordebido a D#e aproQi!ados
#bi"ado e$ a (ra"a a$%eriorde re"*aHo por o "#a $#es%ra
"ada !es d#ra$%e os 25 a&os so$ dis%i$%as.
!os%rar s# api"a"iI$ por D#e e$ reaidad e$a$Ha a dos ias o "#a se era !as adea$%e.
IANZA A DOS VIAS: DISEO ALEATORIZADO POR BLOQ
)F)0.9511100+ F)0.951160++G)10060+
1.926
0.05
#i()&i*n/E31
R.R
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o e$ "#e$%a si os !eses se e$"#e$%ra$ e$ e periodo de #ias o $o.)Es%o %a!bie$ se "o!probara pos%erior!e$%e+.
1994 1997 2001 2003 -i0.311 0.345 0.276 0.365 0.2890.673 2.21 4.689 0.62 1.3042857143
1.1 4.821 2.295 6.26 2.2018.144 5.042 8.808 5.993 4.3528571429
14.958 10.716 8.352 8.218 6.42814285718.74 4.488 13.318 9.063 5.5157142857
4.933 3.041 6.062 5.164 3.05785714292.251 1.164 2.604 2.376 1.34314285711.237 0.328 0.891 1.069 0.56928571430.397 0.179 0.406 0.577 0.26514285710.039 0.225 0.295 0.13 0.17385714290.788 0.414 0.146 0.084 0.2454285714
3.6309166667 2.74775 4.01183333 3.32658333
!es d#ra$%e os 25 a&os so$ as !is!as. 'ara o "#a se "#e$%a "o$ as si(#ies *a #$ a"%or eQ%er$o a %e!porada de #ias as "#aes i$J#e$ !#"*o e
9101112
ada a&o )a+ada !es )"o#!$a o %ra%a!ie$%o+
)-i4- +:2 )-i5- +:2 )-i6- +:2 )-i7- +:2 )-i8- +:23.3653028934 3.2417145 3.4949412 3.1700955 3.4465038462.1681861315 0.0041633 6.4695134 2.3270776 0.7076014171.0930204649 7.1584277 0.0223574 16.929306 0.00308289335.9822878934 8.3898502 44.389224 14.803439 4.872530669164.1607663696 73.453878 38.520938 36.875545 18.34123378
43.4877442744 5.4874178 124.82529 47.852136 11.358504827.7702889887 0.8019629 15.339159 9.111486 0.8324390020.0111352744 0.9632955 0.2102441 0.0531412 0.643738778
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0.8253289887 3.3032197 1.5737105 1.158801 2.4843764173.0571689887 3.8670286 3.0257774 2.4601176 3.5356534444.437241941 3.6882288 3.4242621 4.0621443 3.8872816691.8427416077 2.9980098 3.997905 4.2496841 3.610180955
268.2012138163 113.3572 245.29332 143.05297 53.72312769
N#!ero de as
26.4784008997 4.3528049 41.7994678 16.740169
34.1077146825 128.388636 79.5095337 5.82707302 4.5061714444
si(#ie$%e %aba,
de "#adrados Prados de iber%ad #adrado !edioS>R "1 M>R S>RG"1SB r1 MB SBGr1SE )r1+T)"1+ ME SEG))r1+T)"1++S> $1 M> S>G$1
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de "#adrados Prados de iber%ad #adrado !edio.096338619 6 32.5160564365618938095 11 34.1874448918690242109 66 5.514682185
1272566395 83 11.2665934535
ME "#os (rados de iber%ad so$ 11 66 respe"%ia!e$%e.
$ar si os boD#es so$ $e"esarios o $o
9101112
e$%o$"es $#es%ra *ipo%esis $#a
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o "a"#a!os por i$%erpoa"io$,
T )6660+
por o "#a %a!bie$ %e$e!os D#e "a"#aro por i$%erpoa"io$.
T )10060+
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0.0553
T )6660+
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0.0083
ro si Si FMBGME F)0.951166+
)F)0.9511100+ F)0.951160++G)10060+
)F)0.9511120+ F)0.951160++G)12060+
)F)0.9511100+ F)0.951160++G)10060+
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$ so%are Mi$i%ab.
No%a, Se p#ede obse%ie$e #$ aordebido a D#e aproQi!ados
#bi"ado e$ a (ra"a a$%eriorde re"*aHo "o$ o "#a $os%a a"ep%a!os a *ipo%esiso a so$ dis%i$%as es%o
e$%e e$ os "a#daes de os rios
ME "#os (rados de iber%ad so$ 6 66 respe"%ia!e$%e.
o "a"#a!os por i$%erpoa"io$,
T )6660+
por o "#a %a!bie$ %e$e!os D#e "a"#aro por i$%erpoa"io$.
T )10060+
)2.182.25+G)12060+ T 40
0.0467
)F)0.956100+ F)0.95660++G)10060+
)F)0.956120+ F)0.951160++G)12060+
1.937
0.05
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R.R
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T )6660+
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0.007
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"ada !es d#ra$%e os 25 a&os so$ dis%i$%as.
)F)0.956100+ F)0.95660++G)10060+
5
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SE> O> NO@ ?L
0.057 0.606 0.711 0.4420.024 0.046 0.208 0.2060.017 0.034 0.741 0.6120.294 0.158 0.106 0.1220.066 0.222 0.22 0.4330.156 0.215 0.137 0.1060.144 1.839 1.325 0.9710.046 0.126 0.319 0.4180.208 0.071 0.127 0.39
0.156 0.214 1.773 0.6670.122 0.111 0.875 0.6570.021 0.049 0.1 0.0990.234 0.372 0.52 0.840.044 1.096 3.535 4.70.788 0.311 0.673 1.10.19 0.413 0.837 2.3580.217 0.435 0.428 2.8990.414 0.345 2.21 4.8210.201 0.333 0.732 1.7380.366 2.659 3.134 9.3830.625 1.27 1.232 5.3150.146 0.276 4.689 2.2950.304 0.763 2.658 3.1910.084 0.365 0.62 6.260.416 1.48 1.54 5.7820.104 0.038 0.093 3.124
%es !#es%ras )se *a$ %o!ado a&os aea%orios+,
SE> O> NO@ ?L0.057 0.606 0.711 0.4420.208 0.071 0.127 0.390.021 0.049 0.1 0.0990.788 0.311 0.673 1.10.414 0.345 2.21 4.8210.146 0.276 4.689 2.2950.084 0.365 0.62 6.26
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0.2454285714 0.289 1.30428571 2.201
)-i9- +:2 )-i10- +:2 )-i11- +:2 )-i12- +:24.1702560627 2.2294088 1.9268785 2.74604833.5763366772 4.1132727 3.8892592 2.92109284.3185847374 4.202994 3.9964827 4.00048191.7190369181 3.1973749 2.0338196 0.99824172.8396310386 3.0769387 0.0122943 7.40862813.8146796169 3.3237683 6.7074759 0.03836884.0607105567 3.0071738 2.1877974 17.31291824.4992356076 23.150931 20.754008 35.42578
24.0532158933 22.9357531 4.42233615 0.07265605
0.0355053265 0.100489 0.35198794 3.0940810.001400898 0.047524 1.38600165 3.279721
)-i9-9+:2 )-i10-10+:2)-i11-11+:2)-i12-12+:2
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0.0503681837 0.0576 1.45030408 4.4184040.2943837551 0.000484 0.39852165 1.2122010.0284163265 0.003136 0.82031837 6.86440.0098860408 0.000169 11.4562908 0.0088360.0260591837 0.005776 0.46824694 16.4754810.4460197143 0.215178 16.3316714 35.353124
@aor F ", N#!ero de "o#!$asM>RGME $, N#!ero de da%os
@aor F4.6810972868
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rar "ara!e$%e D#e F)0.951171+iere$%e a "a"#ado por i$%erpoa"io$i$%erpoa"io$ soo $os a a dar aores
$o eQa"%os.
UES
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2.145476
%es !#es%ras )se *a$ %o!ado a&os aea%orios+, e "a#da de rio.
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17.3906349206 24.7495741 27.2109717 25.2712667
@aor F ", N#!ero de "o#!$asM>RGME $, N#!ero de da%osMBGME r, N#!ero de as
7/25/2019 Anova Una y Dos Vias Final
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@aor F5.89627023756.1993499797
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rar "ara!e$%e D#e F)0.951166+iere$%e a "a"#ado por i$%erpoa"io$i$%erpoa"io$ soo $os a a dar aores
$o eQa"%os.
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rar "ara!e$%e D#e F)0.95666+iere$%e a "a"#ado por i$%erpoa"io$i$%erpoa"io$ soo $os a a dar aores
$o eQa"%os.
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